Average Error: 1.8 → 0.2
Time: 53.5s
Precision: 64
Internal Precision: 320
\[\frac{a \cdot {k}^{m}}{\left(1 + 10 \cdot k\right) + k \cdot k}\]
\[\begin{array}{l} \mathbf{if}\;k \le 6.493800852448035 \cdot 10^{+60}:\\ \;\;\;\;\left({k}^{m} \cdot a\right) \cdot \frac{1}{(\left(10 + k\right) \cdot k + 1)_*}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{(\left(\frac{k}{a}\right) \cdot \left({k}^{\left(-m\right)} \cdot \left(k + 10\right)\right) + \left(\frac{{k}^{\left(-m\right)}}{a}\right))_*}\\ \end{array}\]

Error

Bits error versus a

Bits error versus k

Bits error versus m

Derivation

  1. Split input into 2 regimes
  2. if k < 6.493800852448035e+60

    1. Initial program 0.1

      \[\frac{a \cdot {k}^{m}}{\left(1 + 10 \cdot k\right) + k \cdot k}\]
    2. Applied simplify0.0

      \[\leadsto \color{blue}{\frac{{k}^{m} \cdot a}{(\left(10 + k\right) \cdot k + 1)_*}}\]
    3. Using strategy rm
    4. Applied div-inv0.0

      \[\leadsto \color{blue}{\left({k}^{m} \cdot a\right) \cdot \frac{1}{(\left(10 + k\right) \cdot k + 1)_*}}\]

    if 6.493800852448035e+60 < k

    1. Initial program 5.8

      \[\frac{a \cdot {k}^{m}}{\left(1 + 10 \cdot k\right) + k \cdot k}\]
    2. Applied simplify5.8

      \[\leadsto \color{blue}{\frac{{k}^{m} \cdot a}{(\left(10 + k\right) \cdot k + 1)_*}}\]
    3. Using strategy rm
    4. Applied clear-num6.1

      \[\leadsto \color{blue}{\frac{1}{\frac{(\left(10 + k\right) \cdot k + 1)_*}{{k}^{m} \cdot a}}}\]
    5. Taylor expanded around inf 6.1

      \[\leadsto \frac{1}{\color{blue}{10 \cdot \frac{k}{a \cdot e^{-1 \cdot \left(\log \left(\frac{1}{k}\right) \cdot m\right)}} + \left(\frac{1}{e^{-1 \cdot \left(\log \left(\frac{1}{k}\right) \cdot m\right)} \cdot a} + \frac{{k}^{2}}{a \cdot e^{-1 \cdot \left(\log \left(\frac{1}{k}\right) \cdot m\right)}}\right)}}\]
    6. Applied simplify0.6

      \[\leadsto \color{blue}{\frac{1}{(\left(\frac{k}{a}\right) \cdot \left({k}^{\left(-m\right)} \cdot \left(k + 10\right)\right) + \left(\frac{{k}^{\left(-m\right)}}{a}\right))_*}}\]
  3. Recombined 2 regimes into one program.

Runtime

Time bar (total: 53.5s)Debug logProfile

herbie shell --seed '#(1071725047 233389029 2036512464 3988615230 2972226563 1111574017)' +o rules:numerics
(FPCore (a k m)
  :name "Falkner and Boettcher, Appendix A"
  (/ (* a (pow k m)) (+ (+ 1 (* 10 k)) (* k k))))